When Less Compute Is More: Adaptive Early Exit Improves Pretrained Outlier Detection.

arXiv:2609.32898v1 Announce Type: cross Abstract: Pretrained tabular foundation models process every dataset at a fixed depth, with inference costs growing with dataset size. To address this, we present the first study of depth-adaptive early-exit for pretrain